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Kinetic stability analysis of protein assembly on the center manifold around the critical point
BACKGROUND: Non-linear kinetic analysis is a useful method for illustration of the dynamic behavior of cellular biological systems. To date, center manifold theory (CMT) has not been sufficiently applied for stability analysis of biological systems. The aim of this study is to demonstrate the applic...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2017
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5288876/ https://www.ncbi.nlm.nih.gov/pubmed/28153012 http://dx.doi.org/10.1186/s12918-017-0391-7 |
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author | Tsuruyama, Tatsuaki |
author_facet | Tsuruyama, Tatsuaki |
author_sort | Tsuruyama, Tatsuaki |
collection | PubMed |
description | BACKGROUND: Non-linear kinetic analysis is a useful method for illustration of the dynamic behavior of cellular biological systems. To date, center manifold theory (CMT) has not been sufficiently applied for stability analysis of biological systems. The aim of this study is to demonstrate the application of CMT to kinetic analysis of protein assembly and disassembly, and to propose a novel framework for nonlinear multi-parametric analysis. We propose a protein assembly model with nonlinear kinetics provided by the fluctuation in monomer concentrations during their diffusion. RESULTS: When the diffusion process of a monomer is self-limited to give kinetics non-linearity, numerical simulations suggest the probability that the assembly and disassembly oscillate near the critical point. We applied CMT to kinetic analysis of the center manifold around the critical point in detail, and successfully demonstrated bifurcation around the critical point, which explained the observed oscillation. CONCLUSIONS: The stability kinetics of the present model based on CMT illustrates a unique feature of protein assembly, namely non-linear behavior. Our findings are expected to provide methodology for analysis of biological systems. |
format | Online Article Text |
id | pubmed-5288876 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-52888762017-02-06 Kinetic stability analysis of protein assembly on the center manifold around the critical point Tsuruyama, Tatsuaki BMC Syst Biol Research Article BACKGROUND: Non-linear kinetic analysis is a useful method for illustration of the dynamic behavior of cellular biological systems. To date, center manifold theory (CMT) has not been sufficiently applied for stability analysis of biological systems. The aim of this study is to demonstrate the application of CMT to kinetic analysis of protein assembly and disassembly, and to propose a novel framework for nonlinear multi-parametric analysis. We propose a protein assembly model with nonlinear kinetics provided by the fluctuation in monomer concentrations during their diffusion. RESULTS: When the diffusion process of a monomer is self-limited to give kinetics non-linearity, numerical simulations suggest the probability that the assembly and disassembly oscillate near the critical point. We applied CMT to kinetic analysis of the center manifold around the critical point in detail, and successfully demonstrated bifurcation around the critical point, which explained the observed oscillation. CONCLUSIONS: The stability kinetics of the present model based on CMT illustrates a unique feature of protein assembly, namely non-linear behavior. Our findings are expected to provide methodology for analysis of biological systems. BioMed Central 2017-02-02 /pmc/articles/PMC5288876/ /pubmed/28153012 http://dx.doi.org/10.1186/s12918-017-0391-7 Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Tsuruyama, Tatsuaki Kinetic stability analysis of protein assembly on the center manifold around the critical point |
title | Kinetic stability analysis of protein assembly on the center manifold around the critical point |
title_full | Kinetic stability analysis of protein assembly on the center manifold around the critical point |
title_fullStr | Kinetic stability analysis of protein assembly on the center manifold around the critical point |
title_full_unstemmed | Kinetic stability analysis of protein assembly on the center manifold around the critical point |
title_short | Kinetic stability analysis of protein assembly on the center manifold around the critical point |
title_sort | kinetic stability analysis of protein assembly on the center manifold around the critical point |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5288876/ https://www.ncbi.nlm.nih.gov/pubmed/28153012 http://dx.doi.org/10.1186/s12918-017-0391-7 |
work_keys_str_mv | AT tsuruyamatatsuaki kineticstabilityanalysisofproteinassemblyonthecentermanifoldaroundthecriticalpoint |